Evidence map›Paper›PMID 40378385›Full record

ArticlePloS one2025

Evaluation of the accuracy of a low-cost external tocodynamometer in a pilot study in Malawi.

Alex Kortum, Christina Samuel, Theresa Sonka, Lisette Tanner, Benjamin J F Huntley, Ahmed Abouseif, Z Maria Oden, Richard A Schwarz, Jennifer Carns, Suneet P Chauhan and 2 more

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Alex KortumDepartment of Bioengineering, Rice University, Houston, Texas, United States of America.
Christina SamuelRice360 Institute for Global Health Technologies, Houston, Texas, United States of America.
Theresa SonkaRice360 Institute for Global Health Technologies, Houston, Texas, United States of America.
Lisette TannerUniversity of Texas Health Sciences Center at Houston, Houston, Texas, United States of America.
Benjamin J F HuntleyUniversity of Texas Health Sciences Center at Houston, Houston, Texas, United States of America.
Ahmed AbouseifUniversity of Texas Health Sciences Center at Houston, Houston, Texas, United States of America.
Z Maria OdenDepartment of Bioengineering, Rice University, Houston, Texas, United States of America.
Richard A SchwarzDepartment of Bioengineering, Rice University, Houston, Texas, United States of America.
Jennifer CarnsDepartment of Bioengineering, Rice University, Houston, Texas, United States of America.
Suneet P ChauhanUniversity of Texas Health Sciences Center at Houston, Houston, Texas, United States of America.
Phylos BonongweMinistry of Health, Queen Elizabeth Central Hospital, Blantyre, Malawi.
Rebecca Richards-KortumDepartment of Bioengineering, Rice University, Houston, Texas, United States of America.ORCID https://orcid.org/0000-0003-2347-9467

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Uterine contraction monitoring during labor has been linked to improved maternal outcomes. However, performing this monitoring can be challenging for financial and logistical reasons in low resource settings. This proof-of-concept study aimed to compare the accuracy of a low cost external tocodynamometer we developed to that of a commercially available external tocodynamometer. In total, 60 patients with anticipated vaginal deliveries at a hospital in Blantyre, Malawi were enrolled. Both the research device and the commercial device were secured to the patients, and traces were recorded simultaneously from each device. Trace pairs were split into 10 minute segments, and contraction locations were independently annotated on a selection of 75 contemporaneous trace pairs from 38 out of 60 patients by two expert clinicians. In total, 484 contractions were marked on the research device, and 465 contractions were marked on the commercially available device, 312 of which were marked consistently on both devices. The average consistency of marked contractions on the same device between the two observers was 0.89 for the research device compared with 0.84 for the commercially available device. The average consistency between the two devices using a 10-patient rolling average increased from 0.50 at the beginning of the study to 0.64 at the end. The annotated traces from the two devices suggested the same clinical management 72% of the time. The research device displayed reasonable agreement with the commercially available tocodynamometer in detecting contractions. The increase in the measured consistency over the course of the study suggests that improving usability of the device to ensure better positioning on the patient could result in improved performance. Further studies assessing the accuracy and usability of the device are needed.

Indexed as

Uterine ContractionUterine MonitoringAdultFemaleHumansLabor, ObstetricMalawiPilot ProjectsPregnancyYoung Adult

Identifiers

PMID40378385
PMCPMC12084053

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.